{"id":"W2116708173","doi":"10.1186/1752-1505-4-6","title":"Surgical care for the direct and indirect victims of violence in the eastern Democratic Republic of Congo","year":2010,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Psychological intervention; Population; Workforce; Logistic regression; Demography; Family medicine; Environmental health; Psychiatry; Economic growth; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006836662,0.0002794333,0.0001447163,0.001391616,0.0008243969,0.0008012379,0.0003856954,0.0002929838,0.003466242],"category_scores_gemma":[0.002431839,0.0001906646,0.0002460421,0.001482892,0.0005630245,0.0004394971,0.001293717,0.0006214677,0.0002768599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061277,"about_ca_system_score_gemma":0.001662102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006382161,"about_ca_topic_score_gemma":0.02128973,"domain_scores_codex":[0.9992823,0.0002822563,0.000101176,0.00006037432,0.000072211,0.000201786],"domain_scores_gemma":[0.9978988,0.0002977499,0.001366949,0.00003059435,0.00006837187,0.0003374988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004291712,0.00004465509,0.9885913,0.0001618799,0.00003895793,0.0009740453,0.0004860673,0.0001052644,0.0002171302,0.00009386036,0.0004444837,0.008799498],"study_design_scores_gemma":[0.000007826355,0.0001631404,0.9868852,0.0003578318,0.00002785055,0.00381803,0.006554265,0.0002587823,0.0002005521,0.0001054486,0.001609168,0.00001193026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959211,0.001962836,0.000142495,0.0006858603,0.00001591516,0.00003089503,0.0003990039,0.000002971329,0.0008388399],"genre_scores_gemma":[0.9967238,0.002311729,0.0002227558,0.000141758,0.00002950944,0.00003646724,0.0002804807,0.000001621413,0.000251859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006382161,"threshold_uncertainty_score":0.01269007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783428028405229,"score_gpt":0.3500784158077542,"score_spread":0.3122441355237019,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}